Search results for " wind forecasting"

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Stochastic models for wind speed forecasting

2011

Abstract This paper is concerned with the problem of developing a general class of stochastic models for hourly average wind speed time series. The proposed approach has been applied to the time series recorded during 4 years in two sites of Sicily, a region of Italy, and it has attained valuable results in terms both of modelling and forecasting. Moreover, the 24 h predictions obtained employing only 1-month time series are quite similar to those provided by a feed-forward artificial neural network trained on 2 years data.

Class (computer programming)EngineeringSeries (mathematics)Artificial neural networkMeteorologyRenewable Energy Sustainability and the EnvironmentStochastic modellingbusiness.industryModel selectionSettore FIS/01 - Fisica SperimentaleEnergy Engineering and Power TechnologySettore FIS/03 - Fisica Della MateriaSettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)Wind speedFuel TechnologyNuclear Energy and EngineeringSpectral analysisbusinessstochastic models time series model selection spectral analysis artificial neural networks wind forecastingAlgorithmEnergy Conversion and Management
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